{"id":"W2475324958","doi":"","title":"Creative Trajectories of Fashion Designers : An Exploration of Creative Workshops and Professional Strategies in Montreal Fashion","year":2016,"lang":"en","type":"article","venue":"Dutch Crossing","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Fashion design; Sociology; Visual arts; Art; Clothing; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002773647,0.0005085364,0.0002350794,0.002319064,0.01079597,0.009706793,0.001684869,0.001471923,0.01078418],"category_scores_gemma":[0.006921855,0.0004596664,0.0002746266,0.002675057,0.007541179,0.003093448,0.004873371,0.001114399,0.0005064672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01858621,"about_ca_system_score_gemma":0.01408607,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4572725,"about_ca_topic_score_gemma":0.7122915,"domain_scores_codex":[0.9979232,0.001164224,0.00002711409,0.0001854839,0.0002224745,0.0004775243],"domain_scores_gemma":[0.9968535,0.001481176,0.0002852707,0.0001261888,0.0003887751,0.0008649838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005705781,0.00005540675,0.01212471,0.00003648508,0.0000071743,0.0004373617,0.9653513,0.0003125167,0.0007130306,0.01220428,0.0006774294,0.008023273],"study_design_scores_gemma":[0.00000945491,0.00004777828,0.02415295,0.0000616654,0.0000105092,0.00008064804,0.9468704,0.0005529664,0.0004048393,0.001943957,0.02583074,0.00003419533],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9603756,0.0001812494,0.001376508,0.0005523112,0.00001064803,0.00006346532,0.00009528999,0.00002754276,0.03731738],"genre_scores_gemma":[0.9886075,0.00008846812,0.0007078513,0.0000300719,0.000001303403,0.00002807767,0.00004755737,0.000025138,0.0104641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5427275,"threshold_uncertainty_score":0.9092218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08091593021087222,"score_gpt":0.3492995444043964,"score_spread":0.2683836141935242,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}